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  • Carsten Ruhl, Chris Dähne (Hg)

    Architektur ausstellen. Zur mobilen Anordnung des Immobilen

  • Rob Pruitt

    Rob Pruitt. Rob Pruitt's Ebay Flea Market. Year 1

  • MacArthur, Plaat, Gosseye, Wilson (Eds.)

    Hot Modernism. Queensland Architecture 1945 - 1975

  • J. M. Warmburg, C. Shmidt (Eds.)

    The Construction of Climate in Modern Architectural Culture…

  • Erharter, Scheirl, Schwärzler, Sircar (…

    Pink Labor on Golden Streets: Queer Art Practices

  • James Graham (Ed.)

    2000+: The Urgencies of Architectural Theory

  • Susanne Pietsch, Andreas Mueller (Eds.)

    Walls That Teach. On the Architecture of Youth Centers

  • Ken Tadashi Oshima (Ed.)

    Kiyonori Kikutake: Between Land and Sea

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    Soviet Bus Stops

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    Wie entwirft man einen Architekten? Porträts von Aalto bis…

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    The Other Architect. Exhibition: Canadian Centre for…

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    Spaces for Criticism: Shifts in Contemporary Art Discourses

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    Fuck Seth Price

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    Inventing the Future. Postcapitalism and a World Without…

  • Alexander Vasudevan

    Metropolitan Preoccupations. The Spatial Politics of…

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    Conflict in the City. Contested Urban Spaces and Local…

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    Künstlerische Praktiken um 1990. to expose, to show, to…

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    Architektur als Exponat. Gespräche über das Ausstellen

  • Mark Wigley

    Buckminster Fuller Inc. Architecture in the Age of Radio

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    Italomodern 2. Architektur in Oberitalien 1946–1976

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    Berlin Transfer. Hybrid Modernities

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    Berlin Transfer. Learning from the Global South

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    Dobrovic in Dubrovnik. A Venture in Modern Architecture

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    Kollektiv für sozialistisches Bauen. Proletarische…

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    Superstructural Berlin. A Superstructural Tourist Guide to…

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    Architecture and Structuralism. The Ordering of Space

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    Future Publics (the Rest Can and Should Be Done by the…

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    Zustände. Eine Topografie architektonischer…

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    Why is colour better than grey?

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    Global Activism: Art and Conflict in the 21st Century

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    Wir selber bauen unsere Stadt: Ein Hinweis auf die…

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    Bad New Days. Art, Criticism, Emergency

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    Francesca Woodman. On Being an Angel

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    Realism Working Group + Dogma . Communal Villa. Production…

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    Room Tone. Audio Issues Vol. 7

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    Black Transparency. The Right to Know in the Age of Mass…

  • Kenneth Frampton

    Genealogy of Modern Architecture. A Comparative Critical…

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    OK Otto Koenigsberger. Architecture and Urban Visions in…

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    Discovering Downtown Cairo. Architecture and Stories

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    Radikal Modern. Planen und Bauen im Berlin der 1960er-Jahre

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    Fragments of Metropolis Berlin. Berlins expressionistisches…

  • Hans-Christian Dany

    Schneller als die Sonne. Aus dem rasenden Stillstand in…

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    A World of Gardens

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    Exhibiting Architecture. A Paradox?

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    Shared Territory (Another Space)

  • Keller Easterling

    Die Infrastrukturelle Matrix

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    Cabin Porn. Inspiration for Your Quiet Place Somewhere

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    Interiors on Display. Stijlkamers. A Representation of Good…

  • Andreas Rost

    Der unbekannte / The unknown / L'inconnu. Oscar…

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    Looks good feels good is good: How social design changes…

  • Omar Kholeif (Ed.)

    Moving Image (Whitechapel: Documents of Contemporary Art)

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    The Freedom Principle. Experiments in Art and Music, 1965…

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    Freedom of Use

  • Richard Anderson

    Russia. Modern Architectures in History

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    The Amazing True Story of Moshe Klinberg..

  • Matias Echanove, Rahul Srivastava / URBZ

    The Slum Outside: Elusive Dharavi

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    Seeing Power. Art and Activism in the Twenty-first Century

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    Politics of Study

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    Ettore Sottsass and the Poetry of Things

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    Space, Hope and Brutalism

  • Ian Lynam

    Parting It Out. Writings on Graphic Design

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    In Place

  • Nicolás Salazar Sutil

    Motion and Representation. The Language of Human Movement

  • David Watkin

    A History of Western Architecture (sixth Ed.)

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    Sanctioning Modernism. Architecture and the Making of…

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    Sammeln heisst Forschen / Collecting as Research.…

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    You Must Make Your Death Public. A collection of texts and…

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    Seismographic Sounds. Visions of a New World

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    Die bezifferte Welt. Wie die Logik der Finanzmärkte das…

  • Niels Boeing

    Von Wegen. Überlegungen zur freien Stadt der Zukunft

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    Air Structures

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    Mario Bellini. Furniture, Machines & Objects

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    Endless Kiesler

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    Public Sphere by Performance (2nd Edition)

  • Mathias Fuchs (Hg)

    Diversity of Play

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    What is Architecture? And 100 Other Questions

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    Why You Can Build it Like That. Modern Architecture…

  • Larry Johnson

    Commie Pinko Guy

  • A. Fuad-Luke, A. Hirscher, K. Moebus

    Agents of Alternatives. Re-Designing our Realities

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    Solidarität als Übersetzung. Überlegungen zum Refugee…

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    Please send this book to my mother

  • Franz Eckardt, Javier R. Sanchez (Eds.)

    City of Crisis. The multiple Contestation of Southern…

  • Kengo Kuma

    Small Architecture / Natural Architecture

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    After the Manifesto. Writing, Architecture, and Media in a…

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    Aus der Praxis im Dissens

  • Johannes Ernst

    Concrete Remains

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    Das große Gefängnis

  • Sabine Zentek

    Designer im Dritten Reich. Gute Formen sind eine Frage der…

  • Félix Guattari

    Psychoanalysis and Transversality. Texts and Interviews…

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    Theoretikerinnen des Städtebaus. Texte und Projekte für die…

  • Jörg Friedrich / Simon Takasaki / Peter…

    Refugees Welcome. Konzepte für eine menschenwürdige…

Manifestes 5. Artificial Design: Creation Versus Machine Learning

In the beginning of the 2020s, in response to advances in artificial intelligence and deep learning, softwares like GPT-3, Dall·E, Midjourney, and Disco Diffusion have enabled the generation of images based on textual instructions. Although the results are quite prototypical since they merely imitate based upon existing data, this has sparked a series of polarised media debates on issues regarding the replacement of humans by machine learning. In doing so, the critical question is passed over: what are the actual pitfalls when considering the current and potential implications of machine learning for design practice?


Masure, Anthony
Manifestes 5. Artificial Design: Creation Versus Machine Learning
Head Publishing, 2023, 978-2-940510-78-8